Why we test images
Images are one of the biggest reasons people sign up for AI girlfriend apps.
Along with chat, they are usually one of the most-used features. People want to see their AI girlfriend in different outfits, locations, poses, and scenarios instead of only reading text messages.
The problem is that one good-looking image does not prove much anymore. Most modern generators can create something impressive when everything goes right. What matters is how often it goes right.
Some apps create beautiful images but ignore important parts of your prompt. You might ask for a red dress and receive a white dress, a black dress, and basically every color except red.
This becomes a much bigger problem when every image costs tokens. Each failed attempt means you need to generate again, and those retries can burn through your credits quickly.
Whether the app is doing this on purpose or the generator is simply bad, the result is the same: you spend more money trying to get the image you originally asked for.
That is why we generate a full batch instead of judging the app from one lucky result. We check quality, prompt accuracy, consistency, speed, failures, editing, and how easy the generator is to use.
A good AI girlfriend app should not only create pretty images. It should create the image you asked for without making you waste half your tokens getting there.